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E-raamat: Parallel Processing of Discrete Problems

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In the past two decades, breakthroughs in computer technology have made a tremendous impact on optimization. In particular, availability of parallel computers has created substantial interest in exploring the use of parallel processing for solving discrete and global optimization problems. The chapters in this volume cover a broad spectrum of recent research in parallel processing of discrete and related problems. The topics discussed include distributed branch-and-bound algorithms, parallel genetic algorithms for large scale discrete problems, simulated annealing, parallel branch-and-bound search under limited-memory constraints, parallelization of greedy randomized adaptive search procedures, parallel optical models of computing, randomized parallel algorithms, general techniques for the design of parallel discrete algorithms, parallel algorithms for the solution of quadratic assignment and satisfiability problems. The book will be a valuable source of information to faculty, students and researchers in combinatorial optimization and related areas.

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Springer Book Archives
Foreword v
Preface vii
Distributed branch and bound algorithms for global optimization
1(36)
Ioannis P. Androulakis
Christodoulos A. Floudas
Large-scale structured discrete optimization via parallel genetic algorithms
37(22)
Ioannis T. Christou
W. W. Donaldson
R.R. Meyer
Pushing the limits of solvable QAP problems using parallel processing - is Nugent30 within reach?
59(16)
Jens Clausen
On the design of parallel discrete algorithms for high performance computing systems
75(10)
Afonso Ferreira
Parallel algorithms for satisfiability (SAT) testing
85(54)
Jun Gu
Sequential and parallel branch-and-bound search under limited-memory constraints
139(20)
Nihar R. Mahapatra
Shantanu Dutt
A parallel grasp for the data association multidimensional assignment problem
159(22)
R.A. Murphey
P.M. Pardalos
L. Pitsoulis
Basic algorithms on parallel optical models of computing
181(16)
Sanguthevar Rajasekaran
Randomized parallel algorithms
197(26)
Jose D.P. Rolim
Finite behavior of simulated annealing: A probabilistic study
223
Guoliang Xue